.. automodule:: ztlearn.regularizers :noindex:
The regularization functions are used to prevent overfitting by modifying the models objective function by adding additional terms that penalize large weights. This helps prevents the network from using weights that are redundant.
.. autosummary:: L1Regularization L2Regularization ElasticNetRegularization
.. automodule:: ztlearn.regularizers :members: :undoc-members: :show-inheritance: